Profiling Report

Dataset statistics

Number of variables	37
Number of observations	2126
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	9
Duplicate rows (%)	0.4%
Total size in memory	614.7 KiB
Average record size in memory	296.1 B

Variable types

Numeric	22
Categorical	15

Alerts

`DR` has constant value ""	Constant
Dataset has 9 (0.4%) duplicate rows	Duplicates
`b` is highly overall correlated with `e`	High correlation
`e` is highly overall correlated with `b`	High correlation
`LBE` is highly overall correlated with `LB` and 3 other fields	High correlation
`LB` is highly overall correlated with `LBE` and 3 other fields	High correlation
`AC` is highly overall correlated with `B`	High correlation
`ASTV` is highly overall correlated with `MSTV` and 1 other fields	High correlation
`MSTV` is highly overall correlated with `ASTV` and 6 other fields	High correlation
`ALTV` is highly overall correlated with `MSTV` and 4 other fields	High correlation
`DL` is highly overall correlated with `MSTV` and 5 other fields	High correlation
`Width` is highly overall correlated with `MSTV` and 6 other fields	High correlation
`Min` is highly overall correlated with `MSTV` and 4 other fields	High correlation
`Max` is highly overall correlated with `Width` and 2 other fields	High correlation
`Nmax` is highly overall correlated with `MSTV` and 4 other fields	High correlation
`Mode` is highly overall correlated with `LBE` and 5 other fields	High correlation
`Mean` is highly overall correlated with `LBE` and 4 other fields	High correlation
`Median` is highly overall correlated with `LBE` and 4 other fields	High correlation
`Variance` is highly overall correlated with `MSTV` and 7 other fields	High correlation
`CLASS` is highly overall correlated with `A` and 10 other fields	High correlation
`DS` is highly overall correlated with `Mode`	High correlation
`DP` is highly overall correlated with `LD`	High correlation
`A` is highly overall correlated with `CLASS`	High correlation
`B` is highly overall correlated with `AC` and 1 other fields	High correlation
`C` is highly overall correlated with `CLASS`	High correlation
`D` is highly overall correlated with `CLASS`	High correlation
`E` is highly overall correlated with `CLASS`	High correlation
`AD` is highly overall correlated with `DL` and 1 other fields	High correlation
`DE` is highly overall correlated with `DL` and 1 other fields	High correlation
`LD` is highly overall correlated with `Mode` and 6 other fields	High correlation
`FS` is highly overall correlated with `ASTV` and 3 other fields	High correlation
`SUSP` is highly overall correlated with `ALTV` and 2 other fields	High correlation
`NSP` is highly overall correlated with `CLASS` and 3 other fields	High correlation
`DS` is highly imbalanced (96.8%)	Imbalance
`DP` is highly imbalanced (77.3%)	Imbalance
`C` is highly imbalanced (83.2%)	Imbalance
`D` is highly imbalanced (76.6%)	Imbalance
`E` is highly imbalanced (78.7%)	Imbalance
`LD` is highly imbalanced (71.2%)	Imbalance
`FS` is highly imbalanced (79.3%)	Imbalance
`SUSP` is highly imbalanced (55.5%)	Imbalance
`b` has 314 (14.8%) zeros	Zeros
`AC` has 891 (41.9%) zeros	Zeros
`FM` has 1311 (61.7%) zeros	Zeros
`UC` has 332 (15.6%) zeros	Zeros
`ALTV` has 1240 (58.3%) zeros	Zeros
`MLTV` has 137 (6.4%) zeros	Zeros
`DL` has 1231 (57.9%) zeros	Zeros
`Nmax` has 107 (5.0%) zeros	Zeros
`Nzeros` has 1624 (76.4%) zeros	Zeros
`Variance` has 187 (8.8%) zeros	Zeros

Reproduction

Analysis started	2023-07-21 12:43:35.148201
Analysis finished	2023-07-21 12:45:39.748710
Duration	2 minutes and 4.6 seconds
Software version	ydata-profiling v0.0.dev0
Download configuration	config.json

b
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	979
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	878.43979

Minimum	0
Maximum	3296
Zeros	314
Zeros (%)	14.8%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	55
median	538
Q3	1521
95-th percentile	2654
Maximum	3296
Range	3296
Interquartile range (IQR)	1466

Descriptive statistics

Standard deviation	894.08475
Coefficient of variation (CV)	1.0178099
Kurtosis	-0.54023037
Mean	878.43979
Median Absolute Deviation (MAD)	536
Skewness	0.82989757
Sum	1867563
Variance	799387.54
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	314	14.8%
8	18	0.8%
12	13	0.6%
10	13	0.6%
30	13	0.6%
16	12	0.6%
17	12	0.6%
21	12	0.6%
25	11	0.5%
14	9	0.4%
Other values (969)	1699	79.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	314	14.8%
1	3	0.1%
2	3	0.1%
3	6	0.3%
4	2	0.1%
5	6	0.3%
6	1	< 0.1%
7	7	0.3%
8	18	0.8%
10	13	0.6%

Value	Count	Frequency (%)
3296	1	< 0.1%
3274	1	< 0.1%
3199	1	< 0.1%
3194	1	< 0.1%
3188	1	< 0.1%
3179	1	< 0.1%
3168	1	< 0.1%
3147	1	< 0.1%
3125	1	< 0.1%
3093	1	< 0.1%

e
Real number (ℝ)

HIGH CORRELATION

Distinct	1064
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1702.8772

Minimum	287
Maximum	3599
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	287
5-th percentile	592
Q1	1009
median	1241
Q3	2434.75
95-th percentile	3537.5
Maximum	3599
Range	3312
Interquartile range (IQR)	1425.75

Descriptive statistics

Standard deviation	930.91914
Coefficient of variation (CV)	0.54667425
Kurtosis	-0.82021512
Mean	1702.8772
Median Absolute Deviation (MAD)	528
Skewness	0.66300193
Sum	3620317
Variance	866610.45
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1199	155	7.3%
3599	38	1.8%
3540	23	1.1%
1192	21	1.0%
1185	15	0.7%
1182	15	0.7%
1194	13	0.6%
1189	11	0.5%
1174	11	0.5%
1014	10	0.5%
Other values (1054)	1814	85.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
287	1	< 0.1%
301	1	< 0.1%
307	1	< 0.1%
321	1	< 0.1%
346	1	< 0.1%
357	2	0.1%
361	1	< 0.1%
363	1	< 0.1%
364	1	< 0.1%
370	1	< 0.1%

Value	Count	Frequency (%)
3599	38	1.8%
3597	5	0.2%
3595	7	0.3%
3593	7	0.3%
3591	3	0.1%
3588	3	0.1%
3586	1	< 0.1%
3584	1	< 0.1%
3582	1	< 0.1%
3580	1	< 0.1%

LBE
Real number (ℝ)

HIGH CORRELATION

Distinct	48
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	133.30386

Minimum	106
Maximum	160
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	106
5-th percentile	119
Q1	126
median	133
Q3	140
95-th percentile	149
Maximum	160
Range	54
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	9.8408443
Coefficient of variation (CV)	0.073822652
Kurtosis	-0.29294291
Mean	133.30386
Median Absolute Deviation (MAD)	7
Skewness	0.020312189
Sum	283404
Variance	96.842216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
133	136	6.4%
130	111	5.2%
122	109	5.1%
138	103	4.8%
125	91	4.3%
128	85	4.0%
120	78	3.7%
142	77	3.6%
144	77	3.6%
132	76	3.6%
Other values (38)	1183	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
106	7	0.3%
110	21	1.0%
112	16	0.8%
114	11	0.5%
115	28	1.3%
116	5	0.2%
117	2	0.1%
118	9	0.4%
119	17	0.8%
120	78	3.7%

Value	Count	Frequency (%)
160	1	< 0.1%
159	12	0.6%
158	10	0.5%
157	4	0.2%
156	4	0.2%
154	8	0.4%
152	17	0.8%
151	14	0.7%
150	26	1.2%
149	18	0.8%

LB
Real number (ℝ)

HIGH CORRELATION

Distinct	48
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	133.30386

Minimum	106
Maximum	160
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	106
5-th percentile	119
Q1	126
median	133
Q3	140
95-th percentile	149
Maximum	160
Range	54
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	9.8408443
Coefficient of variation (CV)	0.073822652
Kurtosis	-0.29294291
Mean	133.30386
Median Absolute Deviation (MAD)	7
Skewness	0.020312189
Sum	283404
Variance	96.842216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
133	136	6.4%
130	111	5.2%
122	109	5.1%
138	103	4.8%
125	91	4.3%
128	85	4.0%
120	78	3.7%
142	77	3.6%
144	77	3.6%
132	76	3.6%
Other values (38)	1183	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
106	7	0.3%
110	21	1.0%
112	16	0.8%
114	11	0.5%
115	28	1.3%
116	5	0.2%
117	2	0.1%
118	9	0.4%
119	17	0.8%
120	78	3.7%

Value	Count	Frequency (%)
160	1	< 0.1%
159	12	0.6%
158	10	0.5%
157	4	0.2%
156	4	0.2%
154	8	0.4%
152	17	0.8%
151	14	0.7%
150	26	1.2%
149	18	0.8%

AC
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	22
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7224835

Minimum	0
Maximum	26
Zeros	891
Zeros (%)	41.9%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	4
95-th percentile	10
Maximum	26
Range	26
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.5608502
Coefficient of variation (CV)	1.3079419
Kurtosis	3.1224932
Mean	2.7224835
Median Absolute Deviation (MAD)	1
Skewness	1.6588299
Sum	5788
Variance	12.679654
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0	891	41.9%
1	242	11.4%
2	164	7.7%
3	162	7.6%
4	148	7.0%
5	110	5.2%
6	104	4.9%
7	76	3.6%
8	56	2.6%
9	50	2.4%
Other values (12)	123	5.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	891	41.9%
1	242	11.4%
2	164	7.7%
3	162	7.6%
4	148	7.0%
5	110	5.2%
6	104	4.9%
7	76	3.6%
8	56	2.6%
9	50	2.4%

Value	Count	Frequency (%)
26	1	< 0.1%
21	1	< 0.1%
19	2	0.1%
18	2	0.1%
17	7	0.3%
16	4	0.2%
15	5	0.2%
14	13	0.6%
13	15	0.7%
12	17	0.8%

FM
Real number (ℝ)

ZEROS

Distinct	96
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.2412982

Minimum	0
Maximum	564
Zeros	1311
Zeros (%)	61.7%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	2
95-th percentile	22
Maximum	564
Range	564
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	37.125309
Coefficient of variation (CV)	5.1268858
Kurtosis	104.63437
Mean	7.2412982
Median Absolute Deviation (MAD)	0
Skewness	9.4274963
Sum	15395
Variance	1378.2886
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1311	61.7%
1	208	9.8%
2	119	5.6%
3	85	4.0%
4	65	3.1%
6	35	1.6%
7	28	1.3%
5	28	1.3%
8	25	1.2%
10	24	1.1%
Other values (86)	198	9.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1311	61.7%
1	208	9.8%
2	119	5.6%
3	85	4.0%
4	65	3.1%
5	28	1.3%
6	35	1.6%
7	28	1.3%
8	25	1.2%
9	13	0.6%

Value	Count	Frequency (%)
564	1	< 0.1%
557	1	< 0.1%
489	2	0.1%
443	1	< 0.1%
325	2	0.1%
324	1	< 0.1%
317	1	< 0.1%
314	1	< 0.1%
304	1	< 0.1%
290	1	< 0.1%

UC
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.6599247

Minimum	0
Maximum	23
Zeros	332
Zeros (%)	15.6%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
median	3
Q3	5
95-th percentile	9
Maximum	23
Range	23
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.8470935
Coefficient of variation (CV)	0.7779104
Kurtosis	1.289254
Mean	3.6599247
Median Absolute Deviation (MAD)	2
Skewness	0.8353463
Sum	7781
Variance	8.1059415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0	332	15.6%
3	294	13.8%
4	272	12.8%
1	238	11.2%
2	236	11.1%
5	235	11.1%
6	199	9.4%
7	114	5.4%
8	82	3.9%
9	57	2.7%
Other values (9)	67	3.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	332	15.6%
1	238	11.2%
2	236	11.1%
3	294	13.8%
4	272	12.8%
5	235	11.1%
6	199	9.4%
7	114	5.4%
8	82	3.9%
9	57	2.7%

Value	Count	Frequency (%)
23	1	< 0.1%
17	1	< 0.1%
16	1	< 0.1%
15	1	< 0.1%
14	3	0.1%
13	6	0.3%
12	9	0.4%
11	16	0.8%
10	29	1.4%
9	57	2.7%

ASTV
Real number (ℝ)

HIGH CORRELATION

Distinct	75
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46.990122

Minimum	12
Maximum	87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	12
5-th percentile	21
Q1	32
median	49
Q3	61
95-th percentile	75
Maximum	87
Range	75
Interquartile range (IQR)	29

Descriptive statistics

Standard deviation	17.192814
Coefficient of variation (CV)	0.36588144
Kurtosis	-1.0510296
Mean	46.990122
Median Absolute Deviation (MAD)	14
Skewness	-0.011828576
Sum	99901
Variance	295.59284
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60	62	2.9%
58	61	2.9%
65	60	2.8%
63	58	2.7%
64	58	2.7%
61	57	2.7%
51	54	2.5%
62	51	2.4%
22	48	2.3%
25	46	2.2%
Other values (65)	1571	73.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12	2	0.1%
13	7	0.3%
14	4	0.2%
15	4	0.2%
16	12	0.6%
17	13	0.6%
18	10	0.5%
19	19	0.9%
20	27	1.3%
21	33	1.6%

Value	Count	Frequency (%)
87	1	< 0.1%
86	4	0.2%
84	6	0.3%
83	4	0.2%
82	2	0.1%
81	7	0.3%
80	7	0.3%
79	15	0.7%
78	19	0.9%
77	16	0.8%

MSTV
Real number (ℝ)

HIGH CORRELATION

Distinct	57
Distinct (%)	2.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3327846

Minimum	0.2
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.3
Q1	0.7
median	1.2
Q3	1.7
95-th percentile	3
Maximum	7
Range	6.8
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.88324133
Coefficient of variation (CV)	0.66270375
Kurtosis	4.7007563
Mean	1.3327846
Median Absolute Deviation (MAD)	0.5
Skewness	1.6573392
Sum	2833.5
Variance	0.78011525
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.8	125	5.9%
1.3	121	5.7%
0.5	121	5.7%
0.4	120	5.6%
0.7	117	5.5%
0.9	114	5.4%
0.6	113	5.3%
1.2	107	5.0%
1.5	100	4.7%
1	99	4.7%
Other values (47)	989	46.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	47	2.2%
0.3	84	4.0%
0.4	120	5.6%
0.5	121	5.7%
0.6	113	5.3%
0.7	117	5.5%
0.8	125	5.9%
0.9	114	5.4%
1	99	4.7%
1.1	97	4.6%

Value	Count	Frequency (%)
7	1	< 0.1%
6.9	1	< 0.1%
6.3	2	0.1%
6	1	< 0.1%
5.9	1	< 0.1%
5.7	1	< 0.1%
5.4	2	0.1%
5.3	1	< 0.1%
5.2	1	< 0.1%
5	2	0.1%

ALTV
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	87
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.8466604

Minimum	0
Maximum	91
Zeros	1240
Zeros (%)	58.3%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	11
95-th percentile	56
Maximum	91
Range	91
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	18.39688
Coefficient of variation (CV)	1.868337
Kurtosis	4.2529979
Mean	9.8466604
Median Absolute Deviation (MAD)	0
Skewness	2.1950753
Sum	20934
Variance	338.44518
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1240	58.3%
1	52	2.4%
2	45	2.1%
5	43	2.0%
4	40	1.9%
3	36	1.7%
8	34	1.6%
6	31	1.5%
12	29	1.4%
10	23	1.1%
Other values (77)	553	26.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1240	58.3%
1	52	2.4%
2	45	2.1%
3	36	1.7%
4	40	1.9%
5	43	2.0%
6	31	1.5%
7	23	1.1%
8	34	1.6%
9	22	1.0%

Value	Count	Frequency (%)
91	4	0.2%
90	2	0.1%
88	1	< 0.1%
86	1	< 0.1%
85	1	< 0.1%
84	6	0.3%
82	1	< 0.1%
81	2	0.1%
79	1	< 0.1%
78	3	0.1%

MLTV
Real number (ℝ)

ZEROS

Distinct	249
Distinct (%)	11.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.1876294

Minimum	0
Maximum	50.7
Zeros	137
Zeros (%)	6.4%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	4.6
median	7.4
Q3	10.8
95-th percentile	18.475
Maximum	50.7
Range	50.7
Interquartile range (IQR)	6.2

Descriptive statistics

Standard deviation	5.6282466
Coefficient of variation (CV)	0.68740857
Kurtosis	4.1312538
Mean	8.1876294
Median Absolute Deviation (MAD)	3.1
Skewness	1.3319979
Sum	17406.9
Variance	31.67716
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	137	6.4%
7.1	29	1.4%
6.7	29	1.4%
6.5	25	1.2%
5.2	25	1.2%
9.5	24	1.1%
6.8	23	1.1%
5.6	23	1.1%
7.2	23	1.1%
8.5	23	1.1%
Other values (239)	1765	83.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	137	6.4%
0.1	4	0.2%
0.2	4	0.2%
0.3	9	0.4%
0.4	6	0.3%
0.5	11	0.5%
0.6	3	0.1%
0.7	4	0.2%
0.8	1	< 0.1%
0.9	5	0.2%

Value	Count	Frequency (%)
50.7	1	< 0.1%
41.8	1	< 0.1%
40.8	1	< 0.1%
36.9	1	< 0.1%
35.7	1	< 0.1%
34.7	1	< 0.1%
33.5	1	< 0.1%
29.6	1	< 0.1%
29.5	1	< 0.1%
29.3	1	< 0.1%

DL
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	15
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.5700847

Minimum	0
Maximum	16
Zeros	1231
Zeros (%)	57.9%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	7
Maximum	16
Range	16
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.4992288
Coefficient of variation (CV)	1.5917796
Kurtosis	3.1468464
Mean	1.5700847
Median Absolute Deviation (MAD)	0
Skewness	1.8191195
Sum	3338
Variance	6.2461447
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
0	1231	57.9%
1	232	10.9%
2	127	6.0%
4	123	5.8%
3	112	5.3%
5	108	5.1%
6	67	3.2%
7	45	2.1%
8	28	1.3%
9	25	1.2%
Other values (5)	28	1.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1231	57.9%
1	232	10.9%
2	127	6.0%
3	112	5.3%
4	123	5.8%
5	108	5.1%
6	67	3.2%
7	45	2.1%
8	28	1.3%
9	25	1.2%

Value	Count	Frequency (%)
16	1	< 0.1%
14	2	0.1%
12	6	0.3%
11	12	0.6%
10	7	0.3%
9	25	1.2%
8	28	1.3%
7	45	2.1%
6	67	3.2%
5	108	5.1%

DS
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	2119
1.0	7

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2119	99.7%
1.0	7	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2119	99.7%
1.0	7	0.3%

Most occurring characters

Value	Count	Frequency (%)
0	4245	66.6%
.	2126	33.3%
1	7	0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4245	99.8%
1	7	0.2%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4245	66.6%
.	2126	33.3%
1	7	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4245	66.6%
.	2126	33.3%
1	7	0.1%

DP
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	1948
1.0	109
2.0	49
3.0	19
4.0	1

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1948	91.6%
1.0	109	5.1%
2.0	49	2.3%
3.0	19	0.9%
4.0	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1948	91.6%
1.0	109	5.1%
2.0	49	2.3%
3.0	19	0.9%
4.0	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
0	4074	63.9%
.	2126	33.3%
1	109	1.7%
2	49	0.8%
3	19	0.3%
4	1	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4074	95.8%
1	109	2.6%
2	49	1.2%
3	19	0.4%
4	1	< 0.1%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4074	63.9%
.	2126	33.3%
1	109	1.7%
2	49	0.8%
3	19	0.3%
4	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4074	63.9%
.	2126	33.3%
1	109	1.7%
2	49	0.8%
3	19	0.3%
4	1	< 0.1%

DR
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	2126

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	2
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2126	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2126	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	4252	66.7%
.	2126	33.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4252	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4252	66.7%
.	2126	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4252	66.7%
.	2126	33.3%

Width
Real number (ℝ)

HIGH CORRELATION

Distinct	154
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.445908

Minimum	3
Maximum	180
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	3
5-th percentile	16
Q1	37
median	67.5
Q3	100
95-th percentile	138
Maximum	180
Range	177
Interquartile range (IQR)	63

Descriptive statistics

Standard deviation	38.955693
Coefficient of variation (CV)	0.55298731
Kurtosis	-0.90228678
Mean	70.445908
Median Absolute Deviation (MAD)	31.5
Skewness	0.31423475
Sum	149768
Variance	1517.546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
39	42	2.0%
102	35	1.6%
27	30	1.4%
31	29	1.4%
90	28	1.3%
98	28	1.3%
96	27	1.3%
83	27	1.3%
22	27	1.3%
42	26	1.2%
Other values (144)	1827	85.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	2	0.1%
5	2	0.1%
6	1	< 0.1%
7	3	0.1%
8	10	0.5%
9	6	0.3%
10	9	0.4%
11	10	0.5%
12	20	0.9%
13	13	0.6%

Value	Count	Frequency (%)
180	1	< 0.1%
176	6	0.3%
163	2	0.1%
162	1	< 0.1%
161	5	0.2%
158	2	0.1%
153	3	0.1%
150	10	0.5%
149	11	0.5%
148	8	0.4%

Min
Real number (ℝ)

HIGH CORRELATION

Distinct	109
Distinct (%)	5.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	93.579492

Minimum	50
Maximum	159
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	50
5-th percentile	51
Q1	67
median	93
Q3	120
95-th percentile	139
Maximum	159
Range	109
Interquartile range (IQR)	53

Descriptive statistics

Standard deviation	29.560212
Coefficient of variation (CV)	0.31588344
Kurtosis	-1.2904222
Mean	93.579492
Median Absolute Deviation (MAD)	27
Skewness	0.11578402
Sum	198950
Variance	873.80615
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50	77	3.6%
52	50	2.4%
71	49	2.3%
120	48	2.3%
60	45	2.1%
68	43	2.0%
67	41	1.9%
103	40	1.9%
51	36	1.7%
62	35	1.6%
Other values (99)	1662	78.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50	77	3.6%
51	36	1.7%
52	50	2.4%
53	32	1.5%
54	27	1.3%
55	20	0.9%
56	19	0.9%
57	22	1.0%
58	22	1.0%
59	17	0.8%

Value	Count	Frequency (%)
159	1	< 0.1%
158	1	< 0.1%
156	1	< 0.1%
155	2	0.1%
154	3	0.1%
153	8	0.4%
152	4	0.2%
151	4	0.2%
150	3	0.1%
149	2	0.1%

Max
Real number (ℝ)

HIGH CORRELATION

Distinct	86
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	164.0254

Minimum	122
Maximum	238
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	122
5-th percentile	138
Q1	152
median	162
Q3	174
95-th percentile	198
Maximum	238
Range	116
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	17.944183
Coefficient of variation (CV)	0.10939881
Kurtosis	0.63276948
Mean	164.0254
Median Absolute Deviation (MAD)	11
Skewness	0.57786245
Sum	348718
Variance	321.99371
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
157	71	3.3%
171	66	3.1%
158	62	2.9%
156	60	2.8%
159	58	2.7%
152	54	2.5%
154	52	2.4%
178	52	2.4%
172	48	2.3%
153	48	2.3%
Other values (76)	1555	73.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
122	2	0.1%
123	2	0.1%
125	3	0.1%
126	5	0.2%
127	2	0.1%
128	4	0.2%
129	10	0.5%
130	8	0.4%
131	7	0.3%
132	4	0.2%

Value	Count	Frequency (%)
238	6	0.3%
230	3	0.1%
228	5	0.2%
213	1	< 0.1%
211	5	0.2%
210	4	0.2%
205	1	< 0.1%
204	3	0.1%
200	31	1.5%
199	20	0.9%

Nmax
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	18
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0682032

Minimum	0
Maximum	18
Zeros	107
Zeros (%)	5.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0.25
Q1	2
median	3
Q3	6
95-th percentile	10
Maximum	18
Range	18
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.9493856
Coefficient of variation (CV)	0.72498483
Kurtosis	0.50421053
Mean	4.0682032
Median Absolute Deviation (MAD)	2
Skewness	0.89288591
Sum	8649
Variance	8.6988755
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
1	357	16.8%
2	331	15.6%
3	269	12.7%
4	258	12.1%
5	210	9.9%
6	158	7.4%
7	145	6.8%
0	107	5.0%
8	106	5.0%
9	67	3.2%
Other values (8)	118	5.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	107	5.0%
1	357	16.8%
2	331	15.6%
3	269	12.7%
4	258	12.1%
5	210	9.9%
6	158	7.4%
7	145	6.8%
8	106	5.0%
9	67	3.2%

Value	Count	Frequency (%)
18	1	< 0.1%
16	2	0.1%
15	1	< 0.1%
14	5	0.2%
13	10	0.5%
12	22	1.0%
11	28	1.3%
10	49	2.3%
9	67	3.2%
8	106	5.0%

Nzeros
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.32361242

Minimum	0
Maximum	10
Zeros	1624
Zeros (%)	76.4%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2
Maximum	10
Range	10
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.70605937
Coefficient of variation (CV)	2.1818056
Kurtosis	30.365084
Mean	0.32361242
Median Absolute Deviation (MAD)	0
Skewness	3.9202874
Sum	688
Variance	0.49851984
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0	1624	76.4%
1	366	17.2%
2	108	5.1%
3	21	1.0%
4	2	0.1%
5	2	0.1%
10	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1624	76.4%
1	366	17.2%
2	108	5.1%
3	21	1.0%
4	2	0.1%
5	2	0.1%
7	1	< 0.1%
8	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
10	1	< 0.1%
8	1	< 0.1%
7	1	< 0.1%
5	2	0.1%
4	2	0.1%
3	21	1.0%
2	108	5.1%
1	366	17.2%
0	1624	76.4%

Mode
Real number (ℝ)

HIGH CORRELATION

Distinct	88
Distinct (%)	4.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	137.45202

Minimum	60
Maximum	187
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	60
5-th percentile	111.25
Q1	129
median	139
Q3	148
95-th percentile	160
Maximum	187
Range	127
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	16.381289
Coefficient of variation (CV)	0.11917823
Kurtosis	3.0095305
Mean	137.45202
Median Absolute Deviation (MAD)	10
Skewness	-0.99517784
Sum	292223
Variance	268.34664
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
133	140	6.6%
136	89	4.2%
150	89	4.2%
142	87	4.1%
148	79	3.7%
144	78	3.7%
129	76	3.6%
143	71	3.3%
125	67	3.2%
126	66	3.1%
Other values (78)	1284	60.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
60	6	0.3%
67	5	0.2%
69	1	< 0.1%
71	1	< 0.1%
75	6	0.3%
76	1	< 0.1%
77	1	< 0.1%
86	11	0.5%
88	6	0.3%
89	3	0.1%

Value	Count	Frequency (%)
187	1	< 0.1%
186	6	0.3%
180	4	0.2%
179	1	< 0.1%
176	6	0.3%
170	4	0.2%
169	3	0.1%
167	8	0.4%
165	10	0.5%
164	1	< 0.1%

Mean
Real number (ℝ)

HIGH CORRELATION

Distinct	103
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	134.61054

Minimum	73
Maximum	182
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	73
5-th percentile	108
Q1	125
median	136
Q3	145
95-th percentile	157
Maximum	182
Range	109
Interquartile range (IQR)	20

Descriptive statistics

Standard deviation	15.593596
Coefficient of variation (CV)	0.11584232
Kurtosis	0.93342749
Mean	134.61054
Median Absolute Deviation (MAD)	10
Skewness	-0.65101924
Sum	286182
Variance	243.16025
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
143	65	3.1%
144	64	3.0%
135	63	3.0%
141	61	2.9%
140	60	2.8%
132	59	2.8%
133	58	2.7%
145	58	2.7%
136	57	2.7%
147	57	2.7%
Other values (93)	1524	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
73	1	< 0.1%
75	1	< 0.1%
76	1	< 0.1%
78	1	< 0.1%
79	1	< 0.1%
80	2	0.1%
81	1	< 0.1%
82	2	0.1%
83	4	0.2%
84	3	0.1%

Value	Count	Frequency (%)
182	1	< 0.1%
180	1	< 0.1%
178	1	< 0.1%
175	1	< 0.1%
173	2	0.1%
172	1	< 0.1%
171	2	0.1%
170	1	< 0.1%
169	1	< 0.1%
168	1	< 0.1%

Median
Real number (ℝ)

HIGH CORRELATION

Distinct	95
Distinct (%)	4.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	138.09031

Minimum	77
Maximum	186
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	77
5-th percentile	113
Q1	129
median	139
Q3	148
95-th percentile	159
Maximum	186
Range	109
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	14.466589
Coefficient of variation (CV)	0.1047618
Kurtosis	0.66725933
Mean	138.09031
Median Absolute Deviation (MAD)	10
Skewness	-0.4784142
Sum	293580
Variance	209.28219
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
146	69	3.2%
137	68	3.2%
142	68	3.2%
145	67	3.2%
147	65	3.1%
151	63	3.0%
141	63	3.0%
134	62	2.9%
149	60	2.8%
143	56	2.6%
Other values (85)	1485	69.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
77	1	< 0.1%
78	1	< 0.1%
79	2	0.1%
82	1	< 0.1%
86	1	< 0.1%
87	1	< 0.1%
90	1	< 0.1%
91	1	< 0.1%
92	2	0.1%
93	1	< 0.1%

Value	Count	Frequency (%)
186	1	< 0.1%
183	1	< 0.1%
180	1	< 0.1%
178	1	< 0.1%
177	1	< 0.1%
176	2	0.1%
174	2	0.1%
172	1	< 0.1%
171	1	< 0.1%
170	2	0.1%

Variance
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	133
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.80809

Minimum	0
Maximum	269
Zeros	187
Zeros (%)	8.8%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	7
Q3	24
95-th percentile	76
Maximum	269
Range	269
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	28.977636
Coefficient of variation (CV)	1.5407006
Kurtosis	15.131589
Mean	18.80809
Median Absolute Deviation (MAD)	6
Skewness	3.2199738
Sum	39986
Variance	839.70339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	248	11.7%
0	187	8.8%
2	166	7.8%
3	161	7.6%
4	108	5.1%
5	85	4.0%
8	74	3.5%
6	65	3.1%
7	53	2.5%
9	49	2.3%
Other values (123)	930	43.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	187	8.8%
1	248	11.7%
2	166	7.8%
3	161	7.6%
4	108	5.1%
5	85	4.0%
6	65	3.1%
7	53	2.5%
8	74	3.5%
9	49	2.3%

Value	Count	Frequency (%)
269	1	< 0.1%
254	1	< 0.1%
250	1	< 0.1%
243	1	< 0.1%
241	1	< 0.1%
215	1	< 0.1%
195	1	< 0.1%
190	1	< 0.1%
182	1	< 0.1%
177	1	< 0.1%

Tendency
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	1115
1.0	846
-1.0	165

Length

Max length	4
Median length	3
Mean length	3.0776105
Min length	3

Characters and Unicode

Total characters	6543
Distinct characters	4
Distinct categories	3 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	0.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	1115	52.4%
1.0	846	39.8%
-1.0	165	7.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1115	52.4%
1.0	1011	47.6%

Most occurring characters

Value	Count	Frequency (%)
0	3241	49.5%
.	2126	32.5%
1	1011	15.5%
-	165	2.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	65.0%
Other Punctuation	2126	32.5%
Dash Punctuation	165	2.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3241	76.2%
1	1011	23.8%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	165	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6543	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3241	49.5%
.	2126	32.5%
1	1011	15.5%
-	165	2.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6543	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3241	49.5%
.	2126	32.5%
1	1011	15.5%
-	165	2.5%

A
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	1742
1.0	384

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1742	81.9%
1.0	384	18.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1742	81.9%
1.0	384	18.1%

Most occurring characters

Value	Count	Frequency (%)
0	3868	60.6%
.	2126	33.3%
1	384	6.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3868	91.0%
1	384	9.0%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3868	60.6%
.	2126	33.3%
1	384	6.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3868	60.6%
.	2126	33.3%
1	384	6.0%

B
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	1547
1.0	579

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
0.0	1547	72.8%
1.0	579	27.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1547	72.8%
1.0	579	27.2%

Most occurring characters

Value	Count	Frequency (%)
0	3673	57.6%
.	2126	33.3%
1	579	9.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3673	86.4%
1	579	13.6%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3673	57.6%
.	2126	33.3%
1	579	9.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3673	57.6%
.	2126	33.3%
1	579	9.1%

C
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	2073
1.0	53

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2073	97.5%
1.0	53	2.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2073	97.5%
1.0	53	2.5%

Most occurring characters

Value	Count	Frequency (%)
0	4199	65.8%
.	2126	33.3%
1	53	0.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4199	98.8%
1	53	1.2%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4199	65.8%
.	2126	33.3%
1	53	0.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4199	65.8%
.	2126	33.3%
1	53	0.8%

D
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	2045
1.0	81

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2045	96.2%
1.0	81	3.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2045	96.2%
1.0	81	3.8%

Most occurring characters

Value	Count	Frequency (%)
0	4171	65.4%
.	2126	33.3%
1	81	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4171	98.1%
1	81	1.9%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4171	65.4%
.	2126	33.3%
1	81	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4171	65.4%
.	2126	33.3%
1	81	1.3%

E
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	2054
1.0	72

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2054	96.6%
1.0	72	3.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2054	96.6%
1.0	72	3.4%

Most occurring characters

Value	Count	Frequency (%)
0	4180	65.5%
.	2126	33.3%
1	72	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4180	98.3%
1	72	1.7%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4180	65.5%
.	2126	33.3%
1	72	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4180	65.5%
.	2126	33.3%
1	72	1.1%

AD
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	1794
1.0	332

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1794	84.4%
1.0	332	15.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1794	84.4%
1.0	332	15.6%

Most occurring characters

Value	Count	Frequency (%)
0	3920	61.5%
.	2126	33.3%
1	332	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3920	92.2%
1	332	7.8%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3920	61.5%
.	2126	33.3%
1	332	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3920	61.5%
.	2126	33.3%
1	332	5.2%

DE
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	1874
1.0	252

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1874	88.1%
1.0	252	11.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1874	88.1%
1.0	252	11.9%

Most occurring characters

Value	Count	Frequency (%)
0	4000	62.7%
.	2126	33.3%
1	252	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4000	94.1%
1	252	5.9%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4000	62.7%
.	2126	33.3%
1	252	4.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4000	62.7%
.	2126	33.3%
1	252	4.0%

LD
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	2019
1.0	107

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2019	95.0%
1.0	107	5.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2019	95.0%
1.0	107	5.0%

Most occurring characters

Value	Count	Frequency (%)
0	4145	65.0%
.	2126	33.3%
1	107	1.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4145	97.5%
1	107	2.5%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4145	65.0%
.	2126	33.3%
1	107	1.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4145	65.0%
.	2126	33.3%
1	107	1.7%

FS
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	2057
1.0	69

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	2057	96.8%
1.0	69	3.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	2057	96.8%
1.0	69	3.2%

Most occurring characters

Value	Count	Frequency (%)
0	4183	65.6%
.	2126	33.3%
1	69	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4183	98.4%
1	69	1.6%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4183	65.6%
.	2126	33.3%
1	69	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4183	65.6%
.	2126	33.3%
1	69	1.1%

SUSP
Categorical

HIGH CORRELATION IMBALANCE

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

0.0	1929
1.0	197

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	3
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	1929	90.7%
1.0	197	9.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	1929	90.7%
1.0	197	9.3%

Most occurring characters

Value	Count	Frequency (%)
0	4055	63.6%
.	2126	33.3%
1	197	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4055	95.4%
1	197	4.6%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4055	63.6%
.	2126	33.3%
1	197	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4055	63.6%
.	2126	33.3%
1	197	3.1%

CLASS
Real number (ℝ)

HIGH CORRELATION

Distinct	10
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.5098777

Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	16.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	4
Q3	7
95-th percentile	10
Maximum	10
Range	9
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.0268829
Coefficient of variation (CV)	0.6711674
Kurtosis	-1.2290404
Mean	4.5098777
Median Absolute Deviation (MAD)	2
Skewness	0.38116341
Sum	9588
Variance	9.16202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2	579	27.2%
1	384	18.1%
6	332	15.6%
7	252	11.9%
10	197	9.3%
8	107	5.0%
4	81	3.8%
5	72	3.4%
9	69	3.2%
3	53	2.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	384	18.1%
2	579	27.2%
3	53	2.5%
4	81	3.8%
5	72	3.4%
6	332	15.6%
7	252	11.9%
8	107	5.0%
9	69	3.2%
10	197	9.3%

Value	Count	Frequency (%)
10	197	9.3%
9	69	3.2%
8	107	5.0%
7	252	11.9%
6	332	15.6%
5	72	3.4%
4	81	3.8%
3	53	2.5%
2	579	27.2%
1	384	18.1%

NSP
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	16.7 KiB

1.0	1655
2.0	295
3.0	176

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Characters and Unicode

Total characters	6378
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	1655	77.8%
2.0	295	13.9%
3.0	176	8.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	1655	77.8%
2.0	295	13.9%
3.0	176	8.3%

Most occurring characters

Value	Count	Frequency (%)
.	2126	33.3%
0	2126	33.3%
1	1655	25.9%
2	295	4.6%
3	176	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	4252	66.7%
Other Punctuation	2126	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2126	50.0%
1	1655	38.9%
2	295	6.9%
3	176	4.1%

Other Punctuation

Value	Count	Frequency (%)
.	2126	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	6378	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	2126	33.3%
0	2126	33.3%
1	1655	25.9%
2	295	4.6%
3	176	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6378	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	2126	33.3%
0	2126	33.3%
1	1655	25.9%
2	295	4.6%
3	176	2.8%

Auto

Heatmap
Table

	b	e	LBE	LB	AC	FM	UC	ASTV	MSTV	ALTV	MLTV	DL	Width	Min	Max	Nmax	Nzeros	Mode	Mean	Median	Variance	CLASS	DS	DP	Tendency	A	B	C	D	E	AD	DE	LD	FS	SUSP	NSP
b	1.000	0.847	-0.004	-0.004	-0.013	-0.262	0.246	-0.099	0.122	-0.124	-0.119	0.127	-0.072	0.072	-0.068	-0.083	0.036	-0.009	-0.071	-0.045	0.072	-0.061	0.120	0.086	0.064	0.032	0.000	0.032	0.076	0.017	0.133	0.082	0.144	0.134	0.164	0.137
e	0.847	1.000	0.011	0.011	0.119	-0.195	0.416	-0.046	0.155	-0.109	-0.094	0.209	0.015	0.009	0.006	0.014	0.033	0.021	-0.055	-0.012	0.133	-0.061	0.207	0.089	0.053	0.093	0.085	0.117	0.104	0.045	0.175	0.124	0.128	0.172	0.217	0.173
LBE	-0.004	0.011	1.000	1.000	-0.112	-0.024	-0.105	0.317	-0.367	0.340	-0.055	-0.168	-0.155	0.358	0.326	-0.121	-0.065	0.818	0.788	0.841	-0.239	0.114	0.086	0.122	0.275	0.100	0.127	0.096	0.092	0.184	0.193	0.099	0.226	0.175	0.313	0.295
LB	-0.004	0.011	1.000	1.000	-0.112	-0.024	-0.105	0.317	-0.367	0.340	-0.055	-0.168	-0.155	0.358	0.326	-0.121	-0.065	0.818	0.788	0.841	-0.239	0.114	0.086	0.122	0.275	0.100	0.127	0.096	0.092	0.184	0.193	0.099	0.226	0.175	0.313	0.295
AC	-0.013	0.119	-0.112	-0.112	1.000	0.076	0.237	-0.316	0.326	-0.473	-0.087	0.041	0.359	-0.173	0.472	0.249	-0.000	0.182	0.197	0.204	0.396	-0.233	0.000	0.000	0.061	0.362	0.546	0.110	0.351	0.129	0.344	0.283	0.128	0.131	0.247	0.274
FM	-0.262	-0.195	-0.024	-0.024	0.076	1.000	-0.231	0.263	0.082	-0.080	-0.117	0.058	0.200	-0.189	0.125	0.203	-0.095	-0.033	-0.081	-0.039	0.127	0.146	0.000	0.182	0.063	0.043	0.039	0.000	0.138	0.000	0.134	0.000	0.232	0.017	0.000	0.120
UC	0.246	0.416	-0.105	-0.105	0.237	-0.231	1.000	-0.116	0.301	-0.249	-0.093	0.354	0.157	-0.104	0.151	0.135	0.042	-0.051	-0.138	-0.086	0.282	-0.074	0.013	0.246	0.077	0.086	0.102	0.100	0.000	0.000	0.254	0.090	0.130	0.198	0.259	0.196
ASTV	-0.099	-0.046	0.317	0.317	-0.316	0.263	-0.116	1.000	-0.521	0.425	-0.338	-0.124	-0.279	0.269	-0.126	-0.166	-0.174	0.126	0.137	0.164	-0.345	0.244	0.114	0.135	0.157	0.183	0.257	0.142	0.186	0.182	0.267	0.258	0.271	0.648	0.467	0.453
MSTV	0.122	0.155	-0.367	-0.367	0.326	0.082	0.301	-0.521	1.000	-0.685	-0.020	0.611	0.714	-0.695	0.372	0.552	0.296	-0.313	-0.460	-0.359	0.779	0.090	0.048	0.198	0.056	0.299	0.201	0.102	0.131	0.144	0.365	0.284	0.333	0.246	0.421	0.333
ALTV	-0.124	-0.109	0.340	0.340	-0.473	-0.080	-0.249	0.425	-0.685	1.000	-0.043	-0.383	-0.526	0.465	-0.321	-0.359	-0.165	0.222	0.292	0.245	-0.650	0.066	0.000	0.053	0.027	0.222	0.251	0.047	0.100	0.220	0.208	0.108	0.121	0.697	0.536	0.479
MLTV	-0.119	-0.094	-0.055	-0.055	-0.087	-0.117	-0.093	-0.338	-0.020	-0.043	1.000	-0.253	0.048	-0.081	-0.046	-0.002	0.072	0.002	0.077	0.011	-0.093	-0.263	0.000	0.103	0.101	0.207	0.093	0.383	0.109	0.105	0.070	0.074	0.240	0.116	0.150	0.220
DL	0.127	0.209	-0.168	-0.168	0.041	0.058	0.354	-0.124	0.611	-0.383	-0.253	1.000	0.586	-0.598	0.245	0.482	0.267	-0.239	-0.459	-0.314	0.709	0.437	0.262	0.189	0.092	0.291	0.374	0.078	0.111	0.108	0.596	0.507	0.353	0.105	0.201	0.203
Width	-0.072	0.015	-0.155	-0.155	0.359	0.200	0.157	-0.279	0.714	-0.526	0.048	0.586	1.000	-0.905	0.649	0.775	0.332	-0.103	-0.234	-0.135	0.830	0.211	0.097	0.161	0.246	0.414	0.319	0.084	0.179	0.085	0.388	0.271	0.269	0.358	0.375	0.292
Min	0.072	0.009	0.358	0.358	-0.173	-0.189	-0.104	0.269	-0.695	0.465	-0.081	-0.598	-0.905	1.000	-0.292	-0.700	-0.327	0.346	0.471	0.387	-0.751	-0.215	0.083	0.178	0.214	0.342	0.203	0.100	0.122	0.183	0.391	0.333	0.317	0.223	0.371	0.313
Max	-0.068	0.006	0.326	0.326	0.472	0.125	0.151	-0.126	0.372	-0.321	-0.046	0.245	0.649	-0.292	1.000	0.502	0.168	0.412	0.342	0.413	0.527	0.103	0.050	0.130	0.170	0.354	0.244	0.098	0.258	0.071	0.267	0.086	0.169	0.259	0.191	0.143
Nmax	-0.083	0.014	-0.121	-0.121	0.249	0.203	0.135	-0.166	0.552	-0.359	-0.002	0.482	0.775	-0.700	0.502	1.000	0.293	-0.072	-0.191	-0.106	0.647	0.191	0.000	0.159	0.142	0.298	0.115	0.000	0.135	0.000	0.268	0.204	0.199	0.202	0.211	0.124
Nzeros	0.036	0.033	-0.065	-0.065	-0.000	-0.095	0.042	-0.174	0.296	-0.165	0.072	0.267	0.332	-0.327	0.168	0.293	1.000	-0.073	-0.116	-0.074	0.302	0.124	0.000	0.000	0.040	0.071	0.083	0.000	0.000	0.000	0.051	0.202	0.042	0.000	0.053	0.047
Mode	-0.009	0.021	0.818	0.818	0.182	-0.033	-0.051	0.126	-0.313	0.222	0.002	-0.239	-0.103	0.346	0.412	-0.072	-0.073	1.000	0.908	0.961	-0.152	-0.028	0.529	0.318	0.370	0.141	0.124	0.083	0.465	0.292	0.097	0.153	0.711	0.045	0.192	0.433
Mean	-0.071	-0.055	0.788	0.788	0.197	-0.081	-0.138	0.137	-0.460	0.292	0.077	-0.459	-0.234	0.471	0.342	-0.191	-0.116	0.908	1.000	0.958	-0.325	-0.142	0.404	0.378	0.306	0.135	0.214	0.109	0.364	0.257	0.201	0.326	0.845	0.047	0.245	0.496
Median	-0.045	-0.012	0.841	0.841	0.204	-0.039	-0.086	0.164	-0.359	0.245	0.011	-0.314	-0.135	0.387	0.413	-0.106	-0.074	0.961	0.958	1.000	-0.216	-0.075	0.468	0.344	0.355	0.141	0.141	0.104	0.399	0.250	0.137	0.206	0.736	0.054	0.213	0.434
Variance	0.072	0.133	-0.239	-0.239	0.396	0.127	0.282	-0.345	0.779	-0.650	-0.093	0.709	0.830	-0.751	0.527	0.647	0.302	-0.152	-0.325	-0.216	1.000	0.272	0.230	0.323	0.145	0.242	0.252	0.055	0.167	0.076	0.389	0.228	0.508	0.044	0.157	0.267
CLASS	-0.061	-0.061	0.114	0.114	-0.233	0.146	-0.074	0.244	0.090	0.066	-0.263	0.437	0.211	-0.215	0.103	0.191	0.124	-0.028	-0.142	-0.075	0.272	1.000	0.203	0.415	0.254	0.998	0.998	0.998	0.998	0.998	0.998	0.998	0.998	0.998	0.998	0.964
DS	0.120	0.207	0.086	0.086	0.000	0.000	0.013	0.114	0.048	0.000	0.000	0.262	0.097	0.083	0.050	0.000	0.000	0.529	0.404	0.468	0.230	0.203	1.000	0.044	0.135	0.000	0.014	0.000	0.000	0.000	0.000	0.000	0.192	0.000	0.000	0.159
DP	0.086	0.089	0.122	0.122	0.000	0.182	0.246	0.135	0.198	0.053	0.103	0.189	0.161	0.178	0.130	0.159	0.000	0.318	0.378	0.344	0.323	0.415	0.044	1.000	0.168	0.135	0.180	0.021	0.042	0.036	0.161	0.166	0.790	0.000	0.086	0.426
Tendency	0.064	0.053	0.275	0.275	0.061	0.063	0.077	0.157	0.056	0.027	0.101	0.092	0.246	0.214	0.170	0.142	0.040	0.370	0.306	0.355	0.145	0.254	0.135	0.168	1.000	0.047	0.119	0.000	0.115	0.029	0.090	0.128	0.291	0.000	0.051	0.169
A	0.032	0.093	0.100	0.100	0.362	0.043	0.086	0.183	0.299	0.222	0.207	0.291	0.414	0.342	0.354	0.298	0.071	0.141	0.135	0.141	0.242	0.998	0.000	0.135	0.047	1.000	0.285	0.068	0.088	0.082	0.199	0.169	0.103	0.080	0.146	0.243
B	0.000	0.085	0.127	0.127	0.546	0.039	0.102	0.257	0.201	0.251	0.093	0.374	0.319	0.203	0.244	0.115	0.083	0.124	0.214	0.141	0.252	0.998	0.014	0.180	0.119	0.285	1.000	0.092	0.117	0.110	0.261	0.222	0.137	0.107	0.193	0.325
C	0.032	0.117	0.096	0.096	0.110	0.000	0.100	0.142	0.102	0.047	0.383	0.078	0.084	0.100	0.098	0.000	0.000	0.083	0.109	0.104	0.055	0.998	0.000	0.021	0.000	0.068	0.092	1.000	0.010	0.000	0.061	0.049	0.021	0.000	0.040	0.080
D	0.076	0.104	0.092	0.092	0.351	0.138	0.000	0.186	0.131	0.100	0.109	0.111	0.179	0.122	0.258	0.135	0.000	0.465	0.364	0.399	0.167	0.998	0.000	0.042	0.115	0.088	0.117	0.010	1.000	0.021	0.079	0.066	0.034	0.020	0.055	0.102
E	0.017	0.045	0.184	0.184	0.129	0.000	0.000	0.182	0.144	0.220	0.105	0.108	0.085	0.183	0.071	0.000	0.000	0.292	0.257	0.250	0.076	0.998	0.000	0.036	0.029	0.082	0.110	0.000	0.021	1.000	0.074	0.061	0.030	0.016	0.051	0.443
AD	0.133	0.175	0.193	0.193	0.344	0.134	0.254	0.267	0.365	0.208	0.070	0.596	0.388	0.391	0.267	0.268	0.051	0.097	0.201	0.137	0.389	0.998	0.000	0.161	0.090	0.199	0.261	0.061	0.079	0.074	1.000	0.154	0.094	0.072	0.134	0.221
DE	0.082	0.124	0.099	0.099	0.283	0.000	0.090	0.258	0.284	0.108	0.074	0.507	0.271	0.333	0.086	0.204	0.202	0.153	0.326	0.206	0.228	0.998	0.000	0.166	0.128	0.169	0.222	0.049	0.066	0.061	0.154	1.000	0.078	0.059	0.113	0.120
LD	0.144	0.128	0.226	0.226	0.128	0.232	0.130	0.271	0.333	0.121	0.240	0.353	0.269	0.317	0.169	0.199	0.042	0.711	0.845	0.736	0.508	0.998	0.192	0.790	0.291	0.103	0.137	0.021	0.034	0.030	0.094	0.078	1.000	0.029	0.066	0.766
FS	0.134	0.172	0.175	0.175	0.131	0.017	0.198	0.648	0.246	0.697	0.116	0.105	0.358	0.223	0.259	0.202	0.000	0.045	0.047	0.054	0.044	0.998	0.000	0.000	0.000	0.080	0.107	0.000	0.020	0.016	0.072	0.059	0.029	1.000	0.049	0.599
SUSP	0.164	0.217	0.313	0.313	0.247	0.000	0.259	0.467	0.421	0.536	0.150	0.201	0.375	0.371	0.191	0.211	0.053	0.192	0.245	0.213	0.157	0.998	0.000	0.086	0.051	0.146	0.193	0.040	0.055	0.051	0.134	0.113	0.066	0.049	1.000	0.791
NSP	0.137	0.173	0.295	0.295	0.274	0.120	0.196	0.453	0.333	0.479	0.220	0.203	0.292	0.313	0.143	0.124	0.047	0.433	0.496	0.434	0.267	0.964	0.159	0.426	0.169	0.243	0.325	0.080	0.102	0.443	0.221	0.120	0.766	0.599	0.791	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	b	e	LBE	LB	AC	UC	ASTV	MSTV	ALTV	MLTV	DL	DP	Width	Min	Max	Nmax	Nzeros	Mode	Mean	Median	Variance	Tendency	B	AD	LD	FS	CLASS	NSP
1	240.0	357.0	120.0	120.0	0.0	0.0	73.0	0.5	43.0	2.4	0.0	0.0	64.0	62.0	126.0	2.0	0.0	120.0	137.0	121.0	73.0	1.0	0.0	0.0	0.0	1.0	9.0	2.0
2	5.0	632.0	132.0	132.0	4.0	4.0	17.0	2.1	0.0	10.4	2.0	0.0	130.0	68.0	198.0	6.0	1.0	141.0	136.0	140.0	12.0	0.0	0.0	1.0	0.0	0.0	6.0	1.0
3	177.0	779.0	133.0	133.0	2.0	5.0	16.0	2.1	0.0	13.4	2.0	0.0	130.0	68.0	198.0	5.0	1.0	141.0	135.0	138.0	13.0	0.0	0.0	1.0	0.0	0.0	6.0	1.0
4	411.0	1192.0	134.0	134.0	2.0	6.0	16.0	2.4	0.0	23.0	2.0	0.0	117.0	53.0	170.0	11.0	0.0	137.0	134.0	137.0	13.0	1.0	0.0	1.0	0.0	0.0	6.0	1.0
5	533.0	1147.0	132.0	132.0	4.0	5.0	16.0	2.4	0.0	19.9	0.0	0.0	117.0	53.0	170.0	9.0	0.0	137.0	136.0	138.0	11.0	1.0	1.0	0.0	0.0	0.0	2.0	1.0
6	0.0	953.0	134.0	134.0	1.0	10.0	26.0	5.9	0.0	0.0	9.0	2.0	150.0	50.0	200.0	5.0	3.0	76.0	107.0	107.0	170.0	0.0	0.0	0.0	1.0	0.0	8.0	3.0
7	240.0	953.0	134.0	134.0	1.0	9.0	29.0	6.3	0.0	0.0	6.0	2.0	150.0	50.0	200.0	6.0	3.0	71.0	107.0	106.0	215.0	0.0	0.0	0.0	1.0	0.0	8.0	3.0
8	62.0	679.0	122.0	122.0	0.0	0.0	83.0	0.5	6.0	15.6	0.0	0.0	68.0	62.0	130.0	0.0	0.0	122.0	122.0	123.0	3.0	1.0	0.0	0.0	0.0	1.0	9.0	3.0
9	120.0	779.0	122.0	122.0	0.0	1.0	84.0	0.5	5.0	13.6	0.0	0.0	68.0	62.0	130.0	0.0	0.0	122.0	122.0	123.0	3.0	1.0	0.0	0.0	0.0	1.0	9.0	3.0
10	181.0	1192.0	122.0	122.0	0.0	3.0	86.0	0.3	6.0	10.6	0.0	0.0	68.0	62.0	130.0	1.0	0.0	122.0	122.0	123.0	1.0	1.0	0.0	0.0	0.0	1.0	9.0	3.0

	b	e	LBE	LB	AC	FM	UC	ASTV	MSTV	ALTV	MLTV	DL	Width	Min	Max	Nmax	Nzeros	Mode	Mean	Median	Variance	Tendency	A	B	E	CLASS	NSP
2117	455.0	707.0	140.0	140.0	1.0	0.0	1.0	80.0	0.2	36.0	2.2	0.0	18.0	140.0	158.0	1.0	0.0	147.0	148.0	149.0	1.0	0.0	0.0	1.0	0.0	2.0	1.0
2118	595.0	1363.0	140.0	140.0	0.0	0.0	6.0	79.0	0.3	20.0	8.5	0.0	26.0	124.0	150.0	1.0	0.0	144.0	143.0	145.0	1.0	1.0	1.0	0.0	0.0	1.0	1.0
2119	595.0	1677.0	140.0	140.0	0.0	0.0	7.0	79.0	0.5	26.0	7.0	1.0	21.0	129.0	150.0	1.0	0.0	145.0	142.0	145.0	2.0	1.0	1.0	0.0	0.0	1.0	1.0
2120	790.0	1677.0	140.0	140.0	0.0	0.0	6.0	79.0	0.6	27.0	6.4	1.0	26.0	124.0	150.0	1.0	0.0	144.0	141.0	145.0	1.0	1.0	1.0	0.0	0.0	1.0	1.0
2121	1143.0	1947.0	140.0	140.0	0.0	0.0	4.0	77.0	0.7	17.0	6.0	1.0	31.0	124.0	155.0	2.0	0.0	145.0	143.0	145.0	2.0	0.0	1.0	0.0	0.0	1.0	1.0
2122	2059.0	2867.0	140.0	140.0	0.0	0.0	6.0	79.0	0.2	25.0	7.2	0.0	40.0	137.0	177.0	4.0	0.0	153.0	150.0	152.0	2.0	0.0	0.0	0.0	1.0	5.0	2.0
2123	1576.0	2867.0	140.0	140.0	1.0	0.0	9.0	78.0	0.4	22.0	7.1	0.0	66.0	103.0	169.0	6.0	0.0	152.0	148.0	151.0	3.0	1.0	0.0	0.0	1.0	5.0	2.0
2124	1576.0	2596.0	140.0	140.0	1.0	0.0	7.0	79.0	0.4	20.0	6.1	0.0	67.0	103.0	170.0	5.0	0.0	153.0	148.0	152.0	4.0	1.0	0.0	0.0	1.0	5.0	2.0
2125	1576.0	3049.0	140.0	140.0	1.0	0.0	9.0	78.0	0.4	27.0	7.0	0.0	66.0	103.0	169.0	6.0	0.0	152.0	147.0	151.0	4.0	1.0	0.0	0.0	1.0	5.0	2.0
2126	2796.0	3415.0	142.0	142.0	1.0	1.0	5.0	74.0	0.4	36.0	5.0	0.0	42.0	117.0	159.0	2.0	1.0	145.0	143.0	145.0	1.0	0.0	1.0	0.0	0.0	1.0	1.0

Most frequently occurring

	b	e	LBE	LB	AC	FM	UC	ASTV	MSTV	ALTV	MLTV	Width	Min	Max	Nmax	Mode	Mean	Median	Variance	Tendency	A	B	C	FS	SUSP	CLASS	NSP	# duplicates
7	569.0	1320.0	122.0	122.0	0.0	0.0	0.0	19.0	1.9	0.0	15.1	39.0	103.0	142.0	1.0	120.0	120.0	122.0	3.0	0.0	0.0	0.0	1.0	0.0	0.0	3.0	1.0	3
0	0.0	809.0	144.0	144.0	0.0	15.0	0.0	76.0	0.4	61.0	10.6	81.0	71.0	152.0	3.0	145.0	144.0	146.0	2.0	1.0	0.0	0.0	0.0	0.0	1.0	10.0	2.0	2
1	0.0	1199.0	123.0	123.0	3.0	4.0	0.0	52.0	0.8	2.0	15.4	90.0	50.0	140.0	7.0	129.0	128.0	130.0	4.0	1.0	0.0	1.0	0.0	0.0	0.0	2.0	1.0	2
2	10.0	697.0	140.0	140.0	5.0	0.0	3.0	34.0	1.2	0.0	10.3	60.0	119.0	179.0	2.0	156.0	153.0	155.0	5.0	0.0	0.0	1.0	0.0	0.0	0.0	2.0	1.0	2
3	176.0	928.0	123.0	123.0	2.0	3.0	0.0	50.0	0.9	4.0	14.8	82.0	58.0	140.0	7.0	129.0	128.0	130.0	5.0	1.0	0.0	1.0	0.0	0.0	0.0	2.0	1.0	2
4	179.0	666.0	135.0	135.0	0.0	0.0	0.0	62.0	0.5	71.0	6.9	97.0	71.0	168.0	3.0	143.0	142.0	144.0	1.0	1.0	0.0	0.0	0.0	1.0	0.0	9.0	3.0	2
5	276.0	596.0	123.0	123.0	0.0	0.0	0.0	49.0	0.8	7.0	13.8	74.0	63.0	137.0	2.0	129.0	127.0	129.0	2.0	1.0	1.0	0.0	0.0	0.0	0.0	1.0	1.0	2
6	454.0	1853.0	146.0	146.0	0.0	0.0	4.0	65.0	0.4	39.0	7.0	19.0	137.0	156.0	1.0	150.0	149.0	151.0	1.0	1.0	0.0	0.0	0.0	0.0	1.0	10.0	2.0	2
8	1544.0	1968.0	148.0	148.0	2.0	0.0	1.0	40.0	0.9	0.0	10.6	35.0	136.0	171.0	1.0	153.0	155.0	156.0	4.0	0.0	0.0	1.0	0.0	0.0	0.0	2.0	1.0	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number